README.md

In suelai/skyex: SkyEx

skyex package

How to install the package?

1. Open Rstudio
2. Run:

install.packages("devtools")
library(devtools)
install_github("suelai/skyex")
library(skyex)

And that was it! :smiley:

includes two datasets: pairsManual https://dl.acm.org/citation.cfm?id=3340979, and restaurants https://www.cs.utexas.edu/users/ml/riddle/data.html

Labeling algorithm based on:

[1] Suela Isaj, Esteban Zimányi, and Torben Bach Pedersen. "Multi-Source Spatial Entity Linkage." Proceedings of the 16th International Symposium on Spatial and Temporal Databases. SSTD ACM, 2019. APA

[2] Suela Isaj, Torben Bach Pedersen, and Esteban Zimányi."Multi-Source Spatial Entity Linkage." https://arxiv.org/pdf/1911.09016v1.pdf

Includes 17 functions:

|Module | Function name | | --- | --- | |Blocking | textual_blocking | |Blocking | spatial_blocking | |Blocking | prefix_blocking | |Blocking | suffix_blocking | |Pairwise comparison | text_similarity | |Pairwise comparison | spatial_similarity | |Pairwise comparison | semantic_similarity | |Labeling | skyexf | |Labeling | skyexd | |Analysis and visualization | plot.skyexf.cutoffs | |Analysis and visualization | plot.skyexd.cutoffs | |Analysis and visualization | plot.skyexd.smooth | |Analysis and visualization | evaluate.skyex | |Analysis and visualization | block.positives.coverage | |Analysis and visualization | plot.pairs2D | |Analysis and visualization | plot.pairs3D | |Analysis and visualization | plot.pairs.interactive.3D |

suelai/skyex documentation built on Dec. 1, 2019, 9:54 p.m.